Rewritten in go and python

2025-07-19 16:54:00 +00:00 · 2024-11-06 01:25:27 +04:00
parent 9f22d9678d
commit d8449237bb
50 changed files with 3824 additions and 879 deletions
--- a/server/pkg/proto/recommender.pb.go
+++ b/server/pkg/proto/recommender.pb.go
@@ -0,0 +1,587 @@
+// Code generated by protoc-gen-go. DO NOT EDIT.
+// versions:
+// 	protoc-gen-go v1.35.1
+// 	protoc        v5.28.3
+// source: recommender.proto
+
+package proto
+
+import (
+	protoreflect "google.golang.org/protobuf/reflect/protoreflect"
+	protoimpl "google.golang.org/protobuf/runtime/protoimpl"
+	reflect "reflect"
+	sync "sync"
+)
+
+const (
+	// Verify that this generated code is sufficiently up-to-date.
+	_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)
+	// Verify that runtime/protoimpl is sufficiently up-to-date.
+	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
+)
+
+type Filter struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	// Types that are assignable to MinVotesOneof:
+	//
+	//	*Filter_MinVotes
+	MinVotesOneof isFilter_MinVotesOneof `protobuf_oneof:"min_votes_oneof"`
+	// Types that are assignable to MaxVotesOneof:
+	//
+	//	*Filter_MaxVotes
+	MaxVotesOneof isFilter_MaxVotesOneof `protobuf_oneof:"max_votes_oneof"`
+	// Types that are assignable to MinYearOneof:
+	//
+	//	*Filter_MinYear
+	MinYearOneof isFilter_MinYearOneof `protobuf_oneof:"min_year_oneof"`
+	// Types that are assignable to MaxYearOneof:
+	//
+	//	*Filter_MaxYear
+	MaxYearOneof isFilter_MaxYearOneof `protobuf_oneof:"max_year_oneof"`
+	// Types that are assignable to MinRatingOneof:
+	//
+	//	*Filter_MinRating
+	MinRatingOneof isFilter_MinRatingOneof `protobuf_oneof:"min_rating_oneof"`
+	// Types that are assignable to MaxRatingOneof:
+	//
+	//	*Filter_MaxRating
+	MaxRatingOneof isFilter_MaxRatingOneof `protobuf_oneof:"max_rating_oneof"`
+}
+
+func (x *Filter) Reset() {
+	*x = Filter{}
+	mi := &file_recommender_proto_msgTypes[0]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *Filter) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*Filter) ProtoMessage() {}
+
+func (x *Filter) ProtoReflect() protoreflect.Message {
+	mi := &file_recommender_proto_msgTypes[0]
+	if x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use Filter.ProtoReflect.Descriptor instead.
+func (*Filter) Descriptor() ([]byte, []int) {
+	return file_recommender_proto_rawDescGZIP(), []int{0}
+}
+
+func (m *Filter) GetMinVotesOneof() isFilter_MinVotesOneof {
+	if m != nil {
+		return m.MinVotesOneof
+	}
+	return nil
+}
+
+func (x *Filter) GetMinVotes() uint32 {
+	if x, ok := x.GetMinVotesOneof().(*Filter_MinVotes); ok {
+		return x.MinVotes
+	}
+	return 0
+}
+
+func (m *Filter) GetMaxVotesOneof() isFilter_MaxVotesOneof {
+	if m != nil {
+		return m.MaxVotesOneof
+	}
+	return nil
+}
+
+func (x *Filter) GetMaxVotes() uint32 {
+	if x, ok := x.GetMaxVotesOneof().(*Filter_MaxVotes); ok {
+		return x.MaxVotes
+	}
+	return 0
+}
+
+func (m *Filter) GetMinYearOneof() isFilter_MinYearOneof {
+	if m != nil {
+		return m.MinYearOneof
+	}
+	return nil
+}
+
+func (x *Filter) GetMinYear() uint32 {
+	if x, ok := x.GetMinYearOneof().(*Filter_MinYear); ok {
+		return x.MinYear
+	}
+	return 0
+}
+
+func (m *Filter) GetMaxYearOneof() isFilter_MaxYearOneof {
+	if m != nil {
+		return m.MaxYearOneof
+	}
+	return nil
+}
+
+func (x *Filter) GetMaxYear() uint32 {
+	if x, ok := x.GetMaxYearOneof().(*Filter_MaxYear); ok {
+		return x.MaxYear
+	}
+	return 0
+}
+
+func (m *Filter) GetMinRatingOneof() isFilter_MinRatingOneof {
+	if m != nil {
+		return m.MinRatingOneof
+	}
+	return nil
+}
+
+func (x *Filter) GetMinRating() float32 {
+	if x, ok := x.GetMinRatingOneof().(*Filter_MinRating); ok {
+		return x.MinRating
+	}
+	return 0
+}
+
+func (m *Filter) GetMaxRatingOneof() isFilter_MaxRatingOneof {
+	if m != nil {
+		return m.MaxRatingOneof
+	}
+	return nil
+}
+
+func (x *Filter) GetMaxRating() float32 {
+	if x, ok := x.GetMaxRatingOneof().(*Filter_MaxRating); ok {
+		return x.MaxRating
+	}
+	return 0
+}
+
+type isFilter_MinVotesOneof interface {
+	isFilter_MinVotesOneof()
+}
+
+type Filter_MinVotes struct {
+	MinVotes uint32 `protobuf:"varint,1,opt,name=min_votes,json=minVotes,proto3,oneof"`
+}
+
+func (*Filter_MinVotes) isFilter_MinVotesOneof() {}
+
+type isFilter_MaxVotesOneof interface {
+	isFilter_MaxVotesOneof()
+}
+
+type Filter_MaxVotes struct {
+	MaxVotes uint32 `protobuf:"varint,2,opt,name=max_votes,json=maxVotes,proto3,oneof"`
+}
+
+func (*Filter_MaxVotes) isFilter_MaxVotesOneof() {}
+
+type isFilter_MinYearOneof interface {
+	isFilter_MinYearOneof()
+}
+
+type Filter_MinYear struct {
+	MinYear uint32 `protobuf:"varint,3,opt,name=min_year,json=minYear,proto3,oneof"`
+}
+
+func (*Filter_MinYear) isFilter_MinYearOneof() {}
+
+type isFilter_MaxYearOneof interface {
+	isFilter_MaxYearOneof()
+}
+
+type Filter_MaxYear struct {
+	MaxYear uint32 `protobuf:"varint,4,opt,name=max_year,json=maxYear,proto3,oneof"`
+}
+
+func (*Filter_MaxYear) isFilter_MaxYearOneof() {}
+
+type isFilter_MinRatingOneof interface {
+	isFilter_MinRatingOneof()
+}
+
+type Filter_MinRating struct {
+	MinRating float32 `protobuf:"fixed32,5,opt,name=min_rating,json=minRating,proto3,oneof"`
+}
+
+func (*Filter_MinRating) isFilter_MinRatingOneof() {}
+
+type isFilter_MaxRatingOneof interface {
+	isFilter_MaxRatingOneof()
+}
+
+type Filter_MaxRating struct {
+	MaxRating float32 `protobuf:"fixed32,6,opt,name=max_rating,json=maxRating,proto3,oneof"`
+}
+
+func (*Filter_MaxRating) isFilter_MaxRatingOneof() {}
+
+type Weight struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Year    uint32 `protobuf:"varint,1,opt,name=year,proto3" json:"year,omitempty"`
+	Rating  uint32 `protobuf:"varint,2,opt,name=rating,proto3" json:"rating,omitempty"`
+	Genres  uint32 `protobuf:"varint,3,opt,name=genres,proto3" json:"genres,omitempty"`
+	Nconsts uint32 `protobuf:"varint,4,opt,name=nconsts,proto3" json:"nconsts,omitempty"`
+}
+
+func (x *Weight) Reset() {
+	*x = Weight{}
+	mi := &file_recommender_proto_msgTypes[1]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *Weight) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*Weight) ProtoMessage() {}
+
+func (x *Weight) ProtoReflect() protoreflect.Message {
+	mi := &file_recommender_proto_msgTypes[1]
+	if x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use Weight.ProtoReflect.Descriptor instead.
+func (*Weight) Descriptor() ([]byte, []int) {
+	return file_recommender_proto_rawDescGZIP(), []int{1}
+}
+
+func (x *Weight) GetYear() uint32 {
+	if x != nil {
+		return x.Year
+	}
+	return 0
+}
+
+func (x *Weight) GetRating() uint32 {
+	if x != nil {
+		return x.Rating
+	}
+	return 0
+}
+
+func (x *Weight) GetGenres() uint32 {
+	if x != nil {
+		return x.Genres
+	}
+	return 0
+}
+
+func (x *Weight) GetNconsts() uint32 {
+	if x != nil {
+		return x.Nconsts
+	}
+	return 0
+}
+
+type Request struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Tconsts []string `protobuf:"bytes,1,rep,name=tconsts,proto3" json:"tconsts,omitempty"`
+	N       uint32   `protobuf:"varint,2,opt,name=n,proto3" json:"n,omitempty"`
+	Filter  *Filter  `protobuf:"bytes,3,opt,name=filter,proto3" json:"filter,omitempty"`
+	Weight  *Weight  `protobuf:"bytes,4,opt,name=weight,proto3" json:"weight,omitempty"`
+}
+
+func (x *Request) Reset() {
+	*x = Request{}
+	mi := &file_recommender_proto_msgTypes[2]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *Request) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*Request) ProtoMessage() {}
+
+func (x *Request) ProtoReflect() protoreflect.Message {
+	mi := &file_recommender_proto_msgTypes[2]
+	if x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use Request.ProtoReflect.Descriptor instead.
+func (*Request) Descriptor() ([]byte, []int) {
+	return file_recommender_proto_rawDescGZIP(), []int{2}
+}
+
+func (x *Request) GetTconsts() []string {
+	if x != nil {
+		return x.Tconsts
+	}
+	return nil
+}
+
+func (x *Request) GetN() uint32 {
+	if x != nil {
+		return x.N
+	}
+	return 0
+}
+
+func (x *Request) GetFilter() *Filter {
+	if x != nil {
+		return x.Filter
+	}
+	return nil
+}
+
+func (x *Request) GetWeight() *Weight {
+	if x != nil {
+		return x.Weight
+	}
+	return nil
+}
+
+type Response struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Movies []*RecommendedMovie `protobuf:"bytes,1,rep,name=movies,proto3" json:"movies,omitempty"`
+}
+
+func (x *Response) Reset() {
+	*x = Response{}
+	mi := &file_recommender_proto_msgTypes[3]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *Response) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*Response) ProtoMessage() {}
+
+func (x *Response) ProtoReflect() protoreflect.Message {
+	mi := &file_recommender_proto_msgTypes[3]
+	if x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use Response.ProtoReflect.Descriptor instead.
+func (*Response) Descriptor() ([]byte, []int) {
+	return file_recommender_proto_rawDescGZIP(), []int{3}
+}
+
+func (x *Response) GetMovies() []*RecommendedMovie {
+	if x != nil {
+		return x.Movies
+	}
+	return nil
+}
+
+type RecommendedMovie struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Tconst  string   `protobuf:"bytes,1,opt,name=tconst,proto3" json:"tconst,omitempty"`
+	Weights []string `protobuf:"bytes,2,rep,name=weights,proto3" json:"weights,omitempty"`
+}
+
+func (x *RecommendedMovie) Reset() {
+	*x = RecommendedMovie{}
+	mi := &file_recommender_proto_msgTypes[4]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *RecommendedMovie) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*RecommendedMovie) ProtoMessage() {}
+
+func (x *RecommendedMovie) ProtoReflect() protoreflect.Message {
+	mi := &file_recommender_proto_msgTypes[4]
+	if x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use RecommendedMovie.ProtoReflect.Descriptor instead.
+func (*RecommendedMovie) Descriptor() ([]byte, []int) {
+	return file_recommender_proto_rawDescGZIP(), []int{4}
+}
+
+func (x *RecommendedMovie) GetTconst() string {
+	if x != nil {
+		return x.Tconst
+	}
+	return ""
+}
+
+func (x *RecommendedMovie) GetWeights() []string {
+	if x != nil {
+		return x.Weights
+	}
+	return nil
+}
+
+var File_recommender_proto protoreflect.FileDescriptor
+
+var file_recommender_proto_rawDesc = []byte{
+	0x0a, 0x11, 0x72, 0x65, 0x63, 0x6f, 0x6d, 0x6d, 0x65, 0x6e, 0x64, 0x65, 0x72, 0x2e, 0x70, 0x72,
+	0x6f, 0x74, 0x6f, 0x12, 0x0b, 0x72, 0x65, 0x63, 0x6f, 0x6d, 0x6d, 0x65, 0x6e, 0x64, 0x65, 0x72,
+	0x22, 0xb4, 0x02, 0x0a, 0x06, 0x46, 0x69, 0x6c, 0x74, 0x65, 0x72, 0x12, 0x1d, 0x0a, 0x09, 0x6d,
+	0x69, 0x6e, 0x5f, 0x76, 0x6f, 0x74, 0x65, 0x73, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0d, 0x48, 0x00,
+	0x52, 0x08, 0x6d, 0x69, 0x6e, 0x56, 0x6f, 0x74, 0x65, 0x73, 0x12, 0x1d, 0x0a, 0x09, 0x6d, 0x61,
+	0x78, 0x5f, 0x76, 0x6f, 0x74, 0x65, 0x73, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0d, 0x48, 0x01, 0x52,
+	0x08, 0x6d, 0x61, 0x78, 0x56, 0x6f, 0x74, 0x65, 0x73, 0x12, 0x1b, 0x0a, 0x08, 0x6d, 0x69, 0x6e,
+	0x5f, 0x79, 0x65, 0x61, 0x72, 0x18, 0x03, 0x20, 0x01, 0x28, 0x0d, 0x48, 0x02, 0x52, 0x07, 0x6d,
+	0x69, 0x6e, 0x59, 0x65, 0x61, 0x72, 0x12, 0x1b, 0x0a, 0x08, 0x6d, 0x61, 0x78, 0x5f, 0x79, 0x65,
+	0x61, 0x72, 0x18, 0x04, 0x20, 0x01, 0x28, 0x0d, 0x48, 0x03, 0x52, 0x07, 0x6d, 0x61, 0x78, 0x59,
+	0x65, 0x61, 0x72, 0x12, 0x1f, 0x0a, 0x0a, 0x6d, 0x69, 0x6e, 0x5f, 0x72, 0x61, 0x74, 0x69, 0x6e,
+	0x67, 0x18, 0x05, 0x20, 0x01, 0x28, 0x02, 0x48, 0x04, 0x52, 0x09, 0x6d, 0x69, 0x6e, 0x52, 0x61,
+	0x74, 0x69, 0x6e, 0x67, 0x12, 0x1f, 0x0a, 0x0a, 0x6d, 0x61, 0x78, 0x5f, 0x72, 0x61, 0x74, 0x69,
+	0x6e, 0x67, 0x18, 0x06, 0x20, 0x01, 0x28, 0x02, 0x48, 0x05, 0x52, 0x09, 0x6d, 0x61, 0x78, 0x52,
+	0x61, 0x74, 0x69, 0x6e, 0x67, 0x42, 0x11, 0x0a, 0x0f, 0x6d, 0x69, 0x6e, 0x5f, 0x76, 0x6f, 0x74,
+	0x65, 0x73, 0x5f, 0x6f, 0x6e, 0x65, 0x6f, 0x66, 0x42, 0x11, 0x0a, 0x0f, 0x6d, 0x61, 0x78, 0x5f,
+	0x76, 0x6f, 0x74, 0x65, 0x73, 0x5f, 0x6f, 0x6e, 0x65, 0x6f, 0x66, 0x42, 0x10, 0x0a, 0x0e, 0x6d,
+	0x69, 0x6e, 0x5f, 0x79, 0x65, 0x61, 0x72, 0x5f, 0x6f, 0x6e, 0x65, 0x6f, 0x66, 0x42, 0x10, 0x0a,
+	0x0e, 0x6d, 0x61, 0x78, 0x5f, 0x79, 0x65, 0x61, 0x72, 0x5f, 0x6f, 0x6e, 0x65, 0x6f, 0x66, 0x42,
+	0x12, 0x0a, 0x10, 0x6d, 0x69, 0x6e, 0x5f, 0x72, 0x61, 0x74, 0x69, 0x6e, 0x67, 0x5f, 0x6f, 0x6e,
+	0x65, 0x6f, 0x66, 0x42, 0x12, 0x0a, 0x10, 0x6d, 0x61, 0x78, 0x5f, 0x72, 0x61, 0x74, 0x69, 0x6e,
+	0x67, 0x5f, 0x6f, 0x6e, 0x65, 0x6f, 0x66, 0x22, 0x66, 0x0a, 0x06, 0x57, 0x65, 0x69, 0x67, 0x68,
+	0x74, 0x12, 0x12, 0x0a, 0x04, 0x79, 0x65, 0x61, 0x72, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0d, 0x52,
+	0x04, 0x79, 0x65, 0x61, 0x72, 0x12, 0x16, 0x0a, 0x06, 0x72, 0x61, 0x74, 0x69, 0x6e, 0x67, 0x18,
+	0x02, 0x20, 0x01, 0x28, 0x0d, 0x52, 0x06, 0x72, 0x61, 0x74, 0x69, 0x6e, 0x67, 0x12, 0x16, 0x0a,
+	0x06, 0x67, 0x65, 0x6e, 0x72, 0x65, 0x73, 0x18, 0x03, 0x20, 0x01, 0x28, 0x0d, 0x52, 0x06, 0x67,
+	0x65, 0x6e, 0x72, 0x65, 0x73, 0x12, 0x18, 0x0a, 0x07, 0x6e, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x73,
+	0x18, 0x04, 0x20, 0x01, 0x28, 0x0d, 0x52, 0x07, 0x6e, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x73, 0x22,
+	0x8b, 0x01, 0x0a, 0x07, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x12, 0x18, 0x0a, 0x07, 0x74,
+	0x63, 0x6f, 0x6e, 0x73, 0x74, 0x73, 0x18, 0x01, 0x20, 0x03, 0x28, 0x09, 0x52, 0x07, 0x74, 0x63,
+	0x6f, 0x6e, 0x73, 0x74, 0x73, 0x12, 0x0c, 0x0a, 0x01, 0x6e, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0d,
+	0x52, 0x01, 0x6e, 0x12, 0x2b, 0x0a, 0x06, 0x66, 0x69, 0x6c, 0x74, 0x65, 0x72, 0x18, 0x03, 0x20,
+	0x01, 0x28, 0x0b, 0x32, 0x13, 0x2e, 0x72, 0x65, 0x63, 0x6f, 0x6d, 0x6d, 0x65, 0x6e, 0x64, 0x65,
+	0x72, 0x2e, 0x46, 0x69, 0x6c, 0x74, 0x65, 0x72, 0x52, 0x06, 0x66, 0x69, 0x6c, 0x74, 0x65, 0x72,
+	0x12, 0x2b, 0x0a, 0x06, 0x77, 0x65, 0x69, 0x67, 0x68, 0x74, 0x18, 0x04, 0x20, 0x01, 0x28, 0x0b,
+	0x32, 0x13, 0x2e, 0x72, 0x65, 0x63, 0x6f, 0x6d, 0x6d, 0x65, 0x6e, 0x64, 0x65, 0x72, 0x2e, 0x57,
+	0x65, 0x69, 0x67, 0x68, 0x74, 0x52, 0x06, 0x77, 0x65, 0x69, 0x67, 0x68, 0x74, 0x22, 0x41, 0x0a,
+	0x08, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x35, 0x0a, 0x06, 0x6d, 0x6f, 0x76,
+	0x69, 0x65, 0x73, 0x18, 0x01, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x1d, 0x2e, 0x72, 0x65, 0x63, 0x6f,
+	0x6d, 0x6d, 0x65, 0x6e, 0x64, 0x65, 0x72, 0x2e, 0x52, 0x65, 0x63, 0x6f, 0x6d, 0x6d, 0x65, 0x6e,
+	0x64, 0x65, 0x64, 0x4d, 0x6f, 0x76, 0x69, 0x65, 0x52, 0x06, 0x6d, 0x6f, 0x76, 0x69, 0x65, 0x73,
+	0x22, 0x44, 0x0a, 0x10, 0x52, 0x65, 0x63, 0x6f, 0x6d, 0x6d, 0x65, 0x6e, 0x64, 0x65, 0x64, 0x4d,
+	0x6f, 0x76, 0x69, 0x65, 0x12, 0x16, 0x0a, 0x06, 0x74, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x18, 0x01,
+	0x20, 0x01, 0x28, 0x09, 0x52, 0x06, 0x74, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x12, 0x18, 0x0a, 0x07,
+	0x77, 0x65, 0x69, 0x67, 0x68, 0x74, 0x73, 0x18, 0x02, 0x20, 0x03, 0x28, 0x09, 0x52, 0x07, 0x77,
+	0x65, 0x69, 0x67, 0x68, 0x74, 0x73, 0x32, 0x52, 0x0a, 0x0b, 0x52, 0x65, 0x63, 0x6f, 0x6d, 0x6d,
+	0x65, 0x6e, 0x64, 0x65, 0x72, 0x12, 0x43, 0x0a, 0x12, 0x47, 0x65, 0x74, 0x52, 0x65, 0x63, 0x6f,
+	0x6d, 0x6d, 0x65, 0x6e, 0x64, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x73, 0x12, 0x14, 0x2e, 0x72, 0x65,
+	0x63, 0x6f, 0x6d, 0x6d, 0x65, 0x6e, 0x64, 0x65, 0x72, 0x2e, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73,
+	0x74, 0x1a, 0x15, 0x2e, 0x72, 0x65, 0x63, 0x6f, 0x6d, 0x6d, 0x65, 0x6e, 0x64, 0x65, 0x72, 0x2e,
+	0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x22, 0x00, 0x42, 0x2c, 0x5a, 0x2a, 0x67, 0x69,
+	0x74, 0x68, 0x75, 0x62, 0x2e, 0x63, 0x6f, 0x6d, 0x2f, 0x61, 0x79, 0x6b, 0x68, 0x61, 0x6e, 0x73,
+	0x2f, 0x6d, 0x6f, 0x76, 0x69, 0x65, 0x72, 0x2f, 0x73, 0x65, 0x72, 0x76, 0x65, 0x72, 0x2f, 0x70,
+	0x6b, 0x67, 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
+}
+
+var (
+	file_recommender_proto_rawDescOnce sync.Once
+	file_recommender_proto_rawDescData = file_recommender_proto_rawDesc
+)
+
+func file_recommender_proto_rawDescGZIP() []byte {
+	file_recommender_proto_rawDescOnce.Do(func() {
+		file_recommender_proto_rawDescData = protoimpl.X.CompressGZIP(file_recommender_proto_rawDescData)
+	})
+	return file_recommender_proto_rawDescData
+}
+
+var file_recommender_proto_msgTypes = make([]protoimpl.MessageInfo, 5)
+var file_recommender_proto_goTypes = []any{
+	(*Filter)(nil),           // 0: recommender.Filter
+	(*Weight)(nil),           // 1: recommender.Weight
+	(*Request)(nil),          // 2: recommender.Request
+	(*Response)(nil),         // 3: recommender.Response
+	(*RecommendedMovie)(nil), // 4: recommender.RecommendedMovie
+}
+var file_recommender_proto_depIdxs = []int32{
+	0, // 0: recommender.Request.filter:type_name -> recommender.Filter
+	1, // 1: recommender.Request.weight:type_name -> recommender.Weight
+	4, // 2: recommender.Response.movies:type_name -> recommender.RecommendedMovie
+	2, // 3: recommender.Recommender.GetRecommendations:input_type -> recommender.Request
+	3, // 4: recommender.Recommender.GetRecommendations:output_type -> recommender.Response
+	4, // [4:5] is the sub-list for method output_type
+	3, // [3:4] is the sub-list for method input_type
+	3, // [3:3] is the sub-list for extension type_name
+	3, // [3:3] is the sub-list for extension extendee
+	0, // [0:3] is the sub-list for field type_name
+}
+
+func init() { file_recommender_proto_init() }
+func file_recommender_proto_init() {
+	if File_recommender_proto != nil {
+		return
+	}
+	file_recommender_proto_msgTypes[0].OneofWrappers = []any{
+		(*Filter_MinVotes)(nil),
+		(*Filter_MaxVotes)(nil),
+		(*Filter_MinYear)(nil),
+		(*Filter_MaxYear)(nil),
+		(*Filter_MinRating)(nil),
+		(*Filter_MaxRating)(nil),
+	}
+	type x struct{}
+	out := protoimpl.TypeBuilder{
+		File: protoimpl.DescBuilder{
+			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
+			RawDescriptor: file_recommender_proto_rawDesc,
+			NumEnums:      0,
+			NumMessages:   5,
+			NumExtensions: 0,
+			NumServices:   1,
+		},
+		GoTypes:           file_recommender_proto_goTypes,
+		DependencyIndexes: file_recommender_proto_depIdxs,
+		MessageInfos:      file_recommender_proto_msgTypes,
+	}.Build()
+	File_recommender_proto = out.File
+	file_recommender_proto_rawDesc = nil
+	file_recommender_proto_goTypes = nil
+	file_recommender_proto_depIdxs = nil
+}
--- a/server/pkg/proto/recommender_grpc.pb.go
+++ b/server/pkg/proto/recommender_grpc.pb.go
@@ -0,0 +1,121 @@
+// Code generated by protoc-gen-go-grpc. DO NOT EDIT.
+// versions:
+// - protoc-gen-go-grpc v1.5.1
+// - protoc             v5.28.3
+// source: recommender.proto
+
+package proto
+
+import (
+	context "context"
+	grpc "google.golang.org/grpc"
+	codes "google.golang.org/grpc/codes"
+	status "google.golang.org/grpc/status"
+)
+
+// This is a compile-time assertion to ensure that this generated file
+// is compatible with the grpc package it is being compiled against.
+// Requires gRPC-Go v1.64.0 or later.
+const _ = grpc.SupportPackageIsVersion9
+
+const (
+	Recommender_GetRecommendations_FullMethodName = "/recommender.Recommender/GetRecommendations"
+)
+
+// RecommenderClient is the client API for Recommender service.
+//
+// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.
+type RecommenderClient interface {
+	GetRecommendations(ctx context.Context, in *Request, opts ...grpc.CallOption) (*Response, error)
+}
+
+type recommenderClient struct {
+	cc grpc.ClientConnInterface
+}
+
+func NewRecommenderClient(cc grpc.ClientConnInterface) RecommenderClient {
+	return &recommenderClient{cc}
+}
+
+func (c *recommenderClient) GetRecommendations(ctx context.Context, in *Request, opts ...grpc.CallOption) (*Response, error) {
+	cOpts := append([]grpc.CallOption{grpc.StaticMethod()}, opts...)
+	out := new(Response)
+	err := c.cc.Invoke(ctx, Recommender_GetRecommendations_FullMethodName, in, out, cOpts...)
+	if err != nil {
+		return nil, err
+	}
+	return out, nil
+}
+
+// RecommenderServer is the server API for Recommender service.
+// All implementations must embed UnimplementedRecommenderServer
+// for forward compatibility.
+type RecommenderServer interface {
+	GetRecommendations(context.Context, *Request) (*Response, error)
+	mustEmbedUnimplementedRecommenderServer()
+}
+
+// UnimplementedRecommenderServer must be embedded to have
+// forward compatible implementations.
+//
+// NOTE: this should be embedded by value instead of pointer to avoid a nil
+// pointer dereference when methods are called.
+type UnimplementedRecommenderServer struct{}
+
+func (UnimplementedRecommenderServer) GetRecommendations(context.Context, *Request) (*Response, error) {
+	return nil, status.Errorf(codes.Unimplemented, "method GetRecommendations not implemented")
+}
+func (UnimplementedRecommenderServer) mustEmbedUnimplementedRecommenderServer() {}
+func (UnimplementedRecommenderServer) testEmbeddedByValue()                     {}
+
+// UnsafeRecommenderServer may be embedded to opt out of forward compatibility for this service.
+// Use of this interface is not recommended, as added methods to RecommenderServer will
+// result in compilation errors.
+type UnsafeRecommenderServer interface {
+	mustEmbedUnimplementedRecommenderServer()
+}
+
+func RegisterRecommenderServer(s grpc.ServiceRegistrar, srv RecommenderServer) {
+	// If the following call pancis, it indicates UnimplementedRecommenderServer was
+	// embedded by pointer and is nil.  This will cause panics if an
+	// unimplemented method is ever invoked, so we test this at initialization
+	// time to prevent it from happening at runtime later due to I/O.
+	if t, ok := srv.(interface{ testEmbeddedByValue() }); ok {
+		t.testEmbeddedByValue()
+	}
+	s.RegisterService(&Recommender_ServiceDesc, srv)
+}
+
+func _Recommender_GetRecommendations_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
+	in := new(Request)
+	if err := dec(in); err != nil {
+		return nil, err
+	}
+	if interceptor == nil {
+		return srv.(RecommenderServer).GetRecommendations(ctx, in)
+	}
+	info := &grpc.UnaryServerInfo{
+		Server:     srv,
+		FullMethod: Recommender_GetRecommendations_FullMethodName,
+	}
+	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+		return srv.(RecommenderServer).GetRecommendations(ctx, req.(*Request))
+	}
+	return interceptor(ctx, in, info, handler)
+}
+
+// Recommender_ServiceDesc is the grpc.ServiceDesc for Recommender service.
+// It's only intended for direct use with grpc.RegisterService,
+// and not to be introspected or modified (even as a copy)
+var Recommender_ServiceDesc = grpc.ServiceDesc{
+	ServiceName: "recommender.Recommender",
+	HandlerType: (*RecommenderServer)(nil),
+	Methods: []grpc.MethodDesc{
+		{
+			MethodName: "GetRecommendations",
+			Handler:    _Recommender_GetRecommendations_Handler,
+		},
+	},
+	Streams:  []grpc.StreamDesc{},
+	Metadata: "recommender.proto",
+}